CNNC: a common nearest neighbour clustering approach for gene expression data.
Mausumi GoswamiRosy SarmahD. K. BhattacharyyaPublished in: Int. J. Comput. Vis. Robotics (2011)
Keyphrases
- gene expression data
- nearest neighbour
- clustering gene expression data
- gene expression analysis
- microarray
- gene expression
- gene expression profiles
- high dimensionality
- gene expression data analysis
- microarray data analysis
- high dimensional data
- analysis of gene expression data
- simultaneous clustering
- clustering algorithm
- yeast cell cycle
- microarray data
- data sets
- feature selection
- clustering method
- gene regulatory networks
- gene expression profiling
- regulatory networks
- k means
- k nearest neighbor
- gene expression datasets
- biclustering algorithms
- gene selection
- training set
- cancer classification
- euclidean distance
- microarray gene expression data
- gene expression data sets
- dna microarray
- hierarchical clustering
- gene ontology terms
- cluster ensemble
- tissue samples
- data clustering
- unsupervised learning
- self organizing maps
- real world
- knn
- image processing
- pattern recognition
- high throughput
- cluster analysis
- high dimensional
- information theoretic
- data points
- machine learning
- text clustering
- neural network
- clustering analysis
- database